曹韩韩, 杜若飞, 杨嘉宁, 冯怡. 基于多元回归分析干法制粒工艺参数与颗粒质量的相关性J. 药学学报, 2014,49(3): 406-410.
引用本文: 曹韩韩, 杜若飞, 杨嘉宁, 冯怡. 基于多元回归分析干法制粒工艺参数与颗粒质量的相关性J. 药学学报, 2014,49(3): 406-410.
CAO Han-han, DU Ruo-fei, YANG Jia-ning, FENG Yi. Correlation of dry granulation process parameters and granule quality based on multiple regression analysisJ. Acta Pharmaceutica Sinica, 2014,49(3): 406-410.
Citation: CAO Han-han, DU Ruo-fei, YANG Jia-ning, FENG Yi. Correlation of dry granulation process parameters and granule quality based on multiple regression analysisJ. Acta Pharmaceutica Sinica, 2014,49(3): 406-410.

基于多元回归分析干法制粒工艺参数与颗粒质量的相关性

Correlation of dry granulation process parameters and granule quality based on multiple regression analysis

  • 摘要: 本文以微晶纤维素WJ101为模型物料,通过单因素考察各个工艺参数对干法制粒后颗粒得率和脆碎度的影响,再综合考察工艺参数对颗粒得率和脆碎度的影响,建立工艺参数和颗粒质量的相关性。利用多元线性回归分析得到工艺参数与颗粒得率、脆碎度之间的回归方程,并得到工艺参数对颗粒得率和脆碎度影响大小的顺序:滚轮转速 >滚轮压力 >水平送料速度。颗粒得率与滚轮压力、水平送料速度呈正相关性,与滚轮转速呈负相关;颗粒的脆碎度与之相反。对比模型模拟结果和实际结果,两者无显著性差异(P >0.05),说明模型具有较高的预测精度及可信度。

     

    Abstract: In this paper, microcrystalline cellulose WJ101 was used as a model material to investigate the effect of various process parameters on granule yield and friability after dry granulation with a single factor and the effect of comprehensive inspection process parameters on the effect of granule yield and friability, then the correlation between process parameters and granule quality was established. The regress equation was established between process parameters and granule yield and friability by multiple regression analysis, the affecting the order of the size of the order of the process parameters on granule yield and friability was: rollers speed > rollers pressure > speed of horizontal feed. Granule yield was positively correlated with pressure and speed of horizontal feed and negatively correlated rollers speed, while friability was on the contrary. By comparison, fitted value and real value, fitted and real value are basically the same of no significant differences (P > 0.05) and with high precision and reliability.

     

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